TEXT ANALYSIS

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Ingest tweets

Clean up

Remove URLs

Tokenize

Lemmatize and Stemming

Term Frequency

Generate a word cloud

Plot the most frequent 50 words

Bigrams

Remove stop words

Sentiment Analysis

Make the plot

Positive sentiment words

Negative sentiment words

Bi-Gram Negation Words

NOT

NO

NEVER

WITHOUT

NER

Parts of Speech

Keyword In Context (KWIC)

References

The citations and data sources used for this case

Collecting Twitter Data